Run: 2026-09-03-01M1KRFKZHFP3SP6GWVFHZAD59

Run Details

Model:
Gemini 3.7 Flash (Reasoning, Medium)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
6.8s
Cost:
$0.005857
Provider:
Google AI Studio

Evaluation summary

Score Evaluator
Details Link
100.00% Parse dialogue (details)

Model input

System
You are an expert novel author in the cozy mystery genre. Take the following details about characters/locations/... into account: <character name="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French and does not yet know any English. She enjoys landscape photography and is always seen with her camera. </character> <character name="Hunter"> Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN. He is a former marine and has a no-nonsense attitude. Hunter has no knowledge of French, not even basic phrases. </character> <location name="Alborn, MN"> Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival. </location>
User/Human
Write the following scene: Marie is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town. She responds troubled and shaken in French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, ma'am. Detective Hunter. Mind if I have a word?" Marie: "Bonjour... Je... pardon ? Je ne comprends pas ce que vous dites." Hunter: "I'm looking into what happened out near the old cider mill by the orchard last night. Word is you were out there with your camera right around dusk. Did you see anything unusual?" Marie: "Le verger ? J'y étais, oui... mais c'était horrible. J'ai vu une silhouette près des arbres... une silhouette sombre. Une femme criait, et j'ai eu tellement peur que je me suis enfuie !" Hunter: "Whoa, hold on. Slow down. French? Look, I don't speak a word of it. Did you see a vehicle? A person?" Marie: "Regardez ! Regardez mon appareil photo ! J'ai essayé de prendre une photo quand j'ai couru, mais tout est flou. C'était un homme grand, avec une veste sombre... Il tirait quelqu'un vers la forêt !" Hunter: "Photos? You've got pictures of the area on that thing? Can you turn it on and show me?" Marie: "Mais pourquoi vous ne m'écoutez pas ?! Elle est en danger ! Il l'a emmenée de force ! Il faut aller là-bas tout de suite !" Hunter: "Ma'am, I need you to take a breath. I can't understand a single syllable. Just... point at the screen. Did you see someone, yes or no?" Marie: "Non, mais... vous ne voyez pas que je tremble ?! Ce n'est pas un jeu ! Il y a un monstre dans cette ville !" Hunter: "Okay, let's try this again. Just hand over the camera so I can look at the playback—" Marie: "Ne touchez pas à ça ! C'est ma seule preuve de ce qui s'est passé !" Hunter: "I'm not trying to take it, I just need to—" [Hunter's phone rings loudly in his jacket pocket. He pulls it out and taps the screen.] Hunter: "Hunter. ... What? Where? ... The north ridge? I'm two minutes away. Hold the perimeter." Marie: "Qu'est-ce qu'il y a ? Vous avez trouvé quelque chose ?" Hunter: "Stay right here at this cafe. Keep that camera in your bag, and do not leave town. I'll be back with a translator. Understood?" Marie: "Attendez ! Ne me laissez pas toute seule ! Vous ne comprenez rien du tout !" Hunter: "Just stay put. I'll be back."
created_at"2026-09-03T13:49:08.994Z" 9/3/2026, 1:49:08 PM
model"google/gemini-3.7-flash-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2011
moderation_latency(null)
generation_time6684
tokens_prompt303
tokens_completion891
native_tokens_prompt284
native_tokens_completion1505
native_tokens_completion_images0
native_tokens_reasoning921
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"STOP"
service_tier"default"
usage0.00585675
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788443349-EaGHpvysrrRq2kuCzyJu"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788443349-LBKGQvKv9dbut8Wmjx8e"
upstream_id"1XqZau3ZC86F1MkP3sXVwQI"
provider_responses
0
endpoint_id"dd072012-3274-417d-97e3-e290cba37e31"
id"1XqZau3ZC86F1MkP3sXVwQI"
is_byokfalse
latency1999
model_permaslug"google/gemini-3.7-flash-20260813"
provider_name"Google AI Studio"
status200
total_cost0.00585675
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, ma'am. Detective Hunter. Mind if I have a word?"
detectedLang"en"
heavyLang"en"
scores
en0.7666277712952159
it0.5815899581589958
ro0.574468085106383
da0.5670995670995671
ca0.5618838992332968
sq0.5584988962472406
fr0.5418098510882016
no0.5370370370370371
pt0.5354239256678281
tl0.5249406175771971
sv0.522673031026253
es0.5073891625615764
hr0.4428969359331476
hu0.43741209563994377
cs0.43582510578279265
et0.43582510578279265
sl0.4318181818181818
nl0.42775393419170243
de0.37402190923317685
pl0.36608557844690964
ms0.33993399339933994
tr0.33993399339933994
yo0.33993399339933994
sk0.33554817275747506
lt0.26605504587155965
fi0.25650557620817843
is0.25650557620817843
az0.24953095684803
lv0.24953095684803
vi0.24953095684803
be0.14893617021276595
eu0.14893617021276595
uk0.13606911447084233
reliabletrue
passestrue
1
name"Marie"
dialogue"Bonjour... Je... pardon ? Je ne comprends pas ce que vous dites."
detectedLang"fr"
heavyLang"fr"
scores
fr0.7932745314222712
ca0.625
lt0.5664739884393063
es0.5503597122302158
it0.4973190348525469
pt0.4939271255060729
ro0.4863013698630137
cs0.4673295454545454
nl0.4509516837481699
sl0.44526627218934917
en0.4444444444444444
hr0.43095599393019723
tl0.4212962962962963
sq0.38825448613376834
ms0.3842364532019704
de0.37913907284768217
yo0.3029739776951673
sk0.27884615384615385
lv0.21548117154811713
tr0.20042643923240938
pl0.19527896995708155
fi0.19006479481641467
hu0.17943107221006563
et0.1610738255033557
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm looking into what happened out near the old cider mill by the orchard last night. Word is you were out there with your camera right around dusk. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.8123659756969264
tl0.6025738077214232
nl0.3823529411764706
de0.3482309124767225
ms0.30509596293845137
fr0.3004663557628247
no0.2818057455540356
et0.2510699001426534
da0.2335766423357664
sv0.22680412371134018
yo0.2227979274611399
sq0.19601837672281774
ro0.17776037588097104
cs0.16600476568705322
es0.1435562805872757
is0.13437757625721353
it0.13079470198675497
hu0.12790697674418602
pt0.12353923205342236
sk0.11467116357504216
pl0.10102739726027396
ca0.08854166666666667
az0.06166219839142091
tr0.06166219839142091
reliabletrue
passestrue
3
name"Marie"
dialogue"Le verger ? J'y étais, oui... mais c'était horrible. J'ai vu une silhouette près des arbres... une silhouette sombre. Une femme criait, et j'ai eu tellement peur que je me suis enfuie !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7830036334275333
ca0.5315904139433552
pt0.45624683864441073
es0.42266380236305046
no0.3987695749440716
nl0.3943661971830986
de0.3814729574223245
en0.3661556603773585
it0.3616389548693587
da0.3512371756185878
sl0.2946194225721785
yo0.24455375966268447
hu0.2440225035161744
ro0.2440225035161744
et0.24028268551236748
hr0.22326589595375723
cs0.20722713864306785
sk0.2001488095238095
tr0.19596110695587135
tl0.19172932330827067
fi0.18188736681887366
sq0.16666666666666666
sv0.1647241647241647
eu0.14410828025477707
pl0.1281427412814274
az0.11449752883031301
lt0.10192147034252297
lv0.08666100254885302
ms0.0724762726488352
reliabletrue
passestrue
4
name"Hunter"
dialogue"Whoa, hold on. Slow down. French? Look, I don't speak a word of it. Did you see a vehicle? A person?"
detectedLang"en"
heavyLang"en"
scores
en0.8103066708820739
tl0.5836224843858432
ca0.5203836930455635
et0.45897204688908927
da0.43977591036414565
yo0.4392523364485981
no0.43767572633552015
cs0.4280266920877026
sq0.4230769230769231
it0.40298507462686567
fr0.39879759519038077
hr0.39879759519038077
ro0.39455095862764883
pl0.3839835728952772
pt0.38208032955715754
sv0.38016528925619836
is0.3756503642039542
sk0.358974358974359
es0.3464052287581699
de0.33035714285714285
lv0.3288590604026846
hu0.3227990970654628
nl0.3111366245694604
lt0.26560587515299877
tr0.2628992628992629
fi0.26199261992619927
az0.24242424242424243
ms0.2010652463382157
vi0.18144611186903137
sl0.13043478260869565
hi0.12280701754385964
be0.1044776119402985
eu0.1044776119402985
uk0.09502262443438914
reliabletrue
passestrue
5
name"Marie"
dialogue"Regardez ! Regardez mon appareil photo ! J'ai essayé de prendre une photo quand j'ai couru, mais tout est flou. C'était un homme grand, avec une veste sombre... Il tirait quelqu'un vers la forêt !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8014531936465022
it0.5559334845049131
ca0.5290581162324649
es0.4685662596110357
pt0.4678442028985507
ro0.46420428636570904
da0.4165839126117179
no0.38384897745149454
en0.3779777660137639
tl0.3504698728579326
nl0.3435754189944134
yo0.3152680652680653
et0.24872122762148338
sv0.22950819672131145
de0.2284963887065003
sq0.20338983050847456
sl0.19575633127994524
az0.1913282863041982
tr0.17717086834733892
sk0.15589080459770116
hr0.15039768618944324
vi0.13475699558173784
eu0.1302738712065137
lv0.12444113263785396
is0.1218236173393124
hi0.11654135338345865
cs0.11119515885022693
lt0.09684857801691008
hu0.07625786163522012
fi0.06225059856344772
pl0.05622489959839357
ms0.050888529886914384
reliabletrue
passestrue
6
name"Hunter"
dialogue"Photos? You've got pictures of the area on that thing? Can you turn it on and show me?"
detectedLang"en"
heavyLang"en"
scores
en0.8246732547019445
tl0.6809744779582366
fr0.5424292845257903
nl0.5274914089347079
yo0.4607843137254902
ca0.43123061013443637
no0.3902439024390244
et0.38684503901895206
sq0.36194895591647336
pt0.3081761006289308
lv0.3037974683544304
ms0.3037974683544304
de0.2912371134020619
fi0.29032258064516125
es0.2486338797814208
hi0.22644163150492264
it0.2231638418079096
cs0.21763869132290184
ro0.21652421652421652
da0.21428571428571427
sv0.21428571428571427
is0.13928012519561817
hr0.13793103448275862
sl0.13793103448275862
pl0.13249211356466878
lt0.12698412698412698
az0.12280701754385964
tr0.12280701754385964
sk0.12
reliabletrue
passestrue
7
name"Marie"
dialogue"Mais pourquoi vous ne m'écoutez pas ?! Elle est en danger ! Il l'a emmenée de force ! Il faut aller là-bas tout de suite !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8067331670822941
nl0.5047923322683706
en0.4867549668874172
ca0.4777628032345013
da0.4452397995705083
no0.4322344322344322
ro0.40108191653786707
it0.3873517786561265
sv0.3873517786561265
tr0.3785084202085004
sq0.3432203389830509
de0.336472602739726
pt0.2922374429223744
es0.2883379247015611
tl0.2783985102420857
lt0.27230046948356806
hu0.26400759734093066
ms0.24168297455968688
fi0.23795476892822026
sl0.20756646216768918
yo0.19017763845350052
az0.18677859391395593
et0.17289220917822837
cs0.1711229946524064
vi0.16845493562231761
eu0.15760869565217392
is0.1474147414741474
hr0.12725225225225226
lv0.11731207289293849
sk0.0914419695193435
reliabletrue
passestrue
8
name"Hunter"
dialogue"Ma'am, I need you to take a breath. I can't understand a single syllable. Just... point at the screen. Did you see someone, yes or no?"
detectedLang"en"
heavyLang"en"
scores
en0.802784222737819
tl0.6710526315789473
no0.5665476797552269
da0.5459401709401709
fr0.4418910045961917
sv0.43745863666446066
ca0.4367130550033135
pl0.4182067077344285
sk0.40683879972086534
et0.3871665465032444
cs0.38405797101449274
es0.38316400580551524
nl0.3684992570579495
hr0.3550834597875569
yo0.34615384615384615
ro0.3161705551086082
it0.31396287328490724
lv0.3122977346278317
pt0.2951907131011609
de0.2839090143218197
sl0.2537313432835821
sq0.2504409171075838
lt0.22656960873521384
tr0.21658986175115208
hu0.20782851817334574
ms0.20782851817334574
is0.19962335216572505
fi0.1474423269809428
az0.1353001017293998
vi0.1353001017293998
be0.07608695652173912
eu0.07608695652173912
uk0.06900328587075576
reliabletrue
passestrue
9
name"Marie"
dialogue"Non, mais... vous ne voyez pas que je tremble ?! Ce n'est pas un jeu ! Il y a un monstre dans cette ville !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8377028714107366
it0.6091401082381238
ca0.5734908136482939
es0.5454545454545454
ro0.5181616011860637
da0.4711147274206672
pt0.46413849958779885
sl0.43032427695004377
en0.4196428571428571
no0.41912421805183203
hr0.4180841539838854
hu0.3925233644859813
yo0.3737957610789981
sq0.36954413191076624
nl0.36211972522080466
cs0.35707220573689413
fi0.34541792547834843
lv0.34343434343434337
tr0.3414387031408308
pl0.31650893796004204
de0.3143459915611814
lt0.30406852248394006
sk0.29729729729729726
sv0.2630385487528345
et0.25799086757990863
tl0.2571428571428571
az0.2215568862275449
vi0.20537897310513448
eu0.19454770755885997
ms0.18444165621079048
is0.1751269035532995
reliabletrue
passestrue
10
name"Hunter"
dialogue"Okay, let's try this again. Just hand over the camera so I can look at the playback—"
detectedLang"en"
heavyLang"en"
scores
en0.7834158415841584
tl0.6273953158268275
nl0.5650372825186413
no0.5362190812720848
sv0.518348623853211
da0.4971264367816092
ca0.4287268770402612
de0.40476190476190477
yo0.37869822485207094
it0.34210526315789475
ro0.3208279430789133
sl0.3110236220472441
sq0.28765264586160105
sk0.2532005689900427
es0.25
et0.2391304347826087
vi0.23580786026200873
fr0.22680412371134018
ms0.2222222222222222
tr0.21875
az0.21052631578947367
hr0.20933734939759033
pl0.1935483870967742
cs0.16666666666666666
be0.11764705882352942
hu0.11317567567567569
is0.10714285714285714
lt0.10714285714285714
lv0.10714285714285714
uk0.10714285714285714
reliabletrue
passestrue
11
name"Marie"
dialogue"Ne touchez pas à ça ! C'est ma seule preuve de ce qui s'est passé !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8290136789056876
ca0.6365723029839327
it0.5356793743890519
ro0.4973544973544973
pt0.4483159117305459
sq0.4351961950059453
hu0.4318181818181818
nl0.3994943109987357
yo0.3807040417209909
ms0.3683510638297872
lt0.35983827493261455
es0.3484224965706447
en0.34027777777777785
hr0.3014705882352941
sl0.3004418262150221
da0.2973372781065089
sv0.28785607196401797
tr0.28785607196401797
no0.2824773413897281
et0.2578125
tl0.2554858934169279
sk0.24960505529225907
de0.24242424242424243
pl0.18384879725085912
lv0.1782006920415225
fi0.15630550621669628
cs0.14721723518850988
vi0.1410488245931284
eu0.12844036697247707
is0.12037037037037036
az0.1171003717472119
reliabletrue
passestrue
12
name"Hunter"
dialogue"I'm not trying to take it, I just need to—"
detectedLang"en"
heavyLang"en"
scores
en0.8331108144192255
tl0.6644295302013423
et0.5487364620938628
yo0.5454545454545454
lv0.5201535508637236
pl0.5107632093933464
hr0.504950495049505
no0.503968253968254
da0.4929006085192698
sv0.4897959183673469
cs0.48559670781893005
sq0.46808510638297873
ca0.46236559139784944
sk0.44933920704845814
sl0.44320712694877507
lt0.4004796163069544
tr0.3718592964824121
it0.3150684931506849
ro0.2647058823529412
be0.21875
hu0.21135646687697163
az0.20127795527156547
is0.20127795527156547
uk0.20127795527156547
vi0.20127795527156547
reliabletrue
passestrue
13
name"Hunter"
dialogue"Hunter. ... What? Where? ... The north ridge? I'm two minutes away. Hold the perimeter."
detectedLang"en"
heavyLang"en"
scores
en0.7975277067348678
tl0.5883882149046794
da0.5046923879040667
no0.5031380753138075
sq0.46689113355780026
de0.45023148148148145
fr0.4444444444444444
sv0.4411764705882353
nl0.43045563549160676
ms0.4235436893203884
pt0.41430332922318125
es0.3741765480895916
ca0.3683510638297872
et0.35636856368563685
ro0.3035190615835778
it0.2983751846381093
sl0.28785607196401797
tr0.27370030581039756
fi0.23014586709886548
sk0.23014586709886548
hr0.2096505823627288
lt0.20435510887772196
yo0.18384879725085912
cs0.13636363636363635
pl0.1171003717472119
lv0.11048689138576778
reliabletrue
passestrue
14
name"Marie"
dialogue"Qu'est-ce qu'il y a ? Vous avez trouvé quelque chose ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8352372583479788
en0.5460048426150121
it0.4665718349928876
es0.44933920704845814
ro0.42748091603053434
pl0.358974358974359
vi0.3093922651933701
hu0.2937853107344633
nl0.2829827915869981
de0.27884615384615385
pt0.27184466019417475
ca0.2661448140900196
cs0.26035502958579887
sk0.25742574257425743
yo0.24089068825910928
hr0.2299794661190965
sl0.1935483870967742
lt0.17943107221006563
tr0.17035398230088497
is0.16666666666666666
da0.1610738255033557
sq0.1610738255033557
tl0.1610738255033557
az0.15730337078651685
eu0.15730337078651685
lv0.15730337078651685
no0.15730337078651685
et0.14383561643835618
fi0.14383561643835618
ms0.14383561643835618
sv0.14383561643835618
reliabletrue
passestrue
15
name"Hunter"
dialogue"Stay right here at this cafe. Keep that camera in your bag, and do not leave town. I'll be back with a translator. Understood?"
detectedLang"en"
heavyLang"en"
scores
en0.8119844735565259
tl0.6670962199312714
da0.49773169151004537
no0.4483985765124555
ro0.43636363636363634
de0.4318181818181818
sv0.42930780559646536
yo0.42293373045420696
pl0.413767019667171
nl0.3996901626646011
it0.38880126182965297
ms0.3854084060269627
sl0.3844320889594917
pt0.3605610561056106
sq0.3600330305532618
sk0.3481917577796467
cs0.3448858833474218
hr0.31476569407603894
fr0.3092691622103387
ca0.2876838235294118
es0.28439519852262235
hu0.2604961832061069
vi0.25766283524904215
lt0.2519305019305019
tr0.21953675730110775
az0.21558704453441296
et0.19102296450939457
eu0.15021929824561403
lv0.15021929824561403
is0.08823529411764706
fi0.07517899761336516
reliabletrue
passestrue
16
name"Marie"
dialogue"Attendez ! Ne me laissez pas toute seule ! Vous ne comprenez rien du tout !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8260073260073261
it0.5388349514563107
ca0.5211693548387096
lt0.5172764227642277
es0.5015739769150053
en0.49894514767932496
nl0.47045707915273133
sq0.4483159117305459
no0.41430332922318125
pt0.38311688311688313
eu0.37335092348284965
sl0.31259044862518093
ro0.31059506531204645
da0.30453879941434847
de0.29420505200594355
sv0.27480916030534347
lv0.27370030581039756
ms0.26127527216174184
tl0.26127527216174184
fi0.2554858934169279
et0.25196850393700787
tr0.250788643533123
hr0.19217687074829934
vi0.17247386759581881
cs0.14721723518850988
hu0.14721723518850988
reliabletrue
passestrue
17
name"Hunter"
dialogue"Just stay put. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8031496062992126
hr0.4545454545454546
hu0.43820224719101125
lt0.42748091603053434
yo0.4230769230769231
et0.40476190476190477
sv0.40476190476190477
tl0.39999999999999997
ca0.33920704845814975
reliabletrue
passestrue